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Inovalon

Senior Machine Learning Engineer

Inovalon
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7 days ago
Remote, United States +2 moreSenior / Mid Level
H1B Sponsor

Base Salary

$152k - $202k/yr

Responsibilities

  • Design, train, and deploy machine learning models for various use cases.
  • Build and maintain cloud-native solutions on AWS using containerized architectures.
  • Own and contribute to the full Model Development Lifecycle (MDLC).
  • Develop and integrate Python-based ML components with existing product platforms.
  • Collaborate with AI Product Managers to translate business needs into AI solutions.
  • Apply neural networks and deep learning techniques using PyTorch.
  • Write robust, production-ready code and participate in code reviews.
  • Leverage AI coding tools to improve development velocity and code quality.
  • Mentor junior engineers and share knowledge on ML best practices.
  • Support integration of frontend components into ML-powered features.
  • Contribute to team process improvements and participate in sprint planning.
  • Adhere to HIPAA and regulatory requirements in all work aspects.

Requirements

  • Minimum 5 years of software development experience with a focus on machine learning.
  • Expert-level proficiency in Python, the team's primary programming language.
  • Hands-on experience with deploying classical ML models in production.
  • Demonstrated experience with generative AI and LLMs.
  • Proficiency in PyTorch and neural network architectures.
  • Practical knowledge of the Model Development Lifecycle (MDLC).
  • Experience with AWS cloud services and managing cloud-native workloads.
  • Containerization experience with Docker and/or Kubernetes.
  • Strong problem-solving skills and ability to work independently.
  • Daily usage of AI-assisted coding tools in development workflows.

Benefits

  • Competitive salary and performance-based incentives.
  • Health insurance and life insurance options.
  • Company-paid disability and 401k plans.
  • 18+ days of paid time off.
  • A wide range of benefits to meet associate needs.

Tech Stack

AWSDockerKubernetesPythonPyTorchscikit-learn

Categories

AI & MLData ScienceFull Stack